code: def test_eight_schools_build_numpy(posterior):
      """Verify eight schools compiles."""
      schools_data_alt = {
          "J": 8,
          "y": np.array([28, 8, -3, 7, -1, 1, 18, 12]),
          "sigma": pd.Series(
              [15, 10, 16, 11, 9, 11, 10, 18], name="sigma"
          ).values,
      }
      posterior_alt = stan.build(program_code, data=schools_data_alt)
      assert posterior_alt is not None
  
file_path: pystan/tests/test_eight_schools.py
imports: import numpy
  import pandas
  import pytest
  import stan
label_desc: Use image node_id 3 for calling a global function with example usage: test_eight_schools_build_numpy(posterior) without return types